GANs and Closures: Micro-Macro Consistency in Multiscale Modeling

DOI10.1137/22m1517834arXiv2208.10715OpenAlexW4385809033MaRDI QIDQ6051545

Juan M. Bello-Rivas, Unnamed Author, Andrew Ferguson, Ioannis G. Kevrekidis

Publication date: 20 October 2023

Published in: Multiscale Modeling & Simulation (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2208.10715

zbMATH Keywords

dimensional reductionmolecular simulationmultiscale methodsstochastic dynamical systemsgenerative adversarial networks

Mathematics Subject Classification ID

Approximation methods and numerical treatment of dynamical systems (37M99) Computational molecular dynamics in statistical mechanics (82M37) Probability theory and stochastic processes (60-XX)

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